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GenAI Computer Vision Engineer

    Description

    Diffusely (ex Meero) is the world expert in image quality, providing the best end-to-end visual content solutions for online sellers. 

    From fashion professional photography to AI-based image management and quality enhancement, we’re here to analyze, optimize and beautify all visuals in order to boost online sales. 

    At the crossroads of AI and creativity, Diffusely partners with players in diverse industries (Real Estate, Automotive, Fashion...) all around the world.


    Diffusely / Propershot

    Mission

    Position Overview

    Location: Paris (France) 

    We are seeking a dynamic and innovative Computer Vision Engineer to join our Propershot team at Diffusely, focusing on our real estate product line (B2B & B2C). As part of an agile, startup-like team of 11 people within Diffusely, you will be an integral part of training real estate-specific foundation models that will allow us to reimagine properties using state-of-the-art GenAI techniques. Through these models, you will contribute to refining and expanding our existing tools, such as Magic Eraser and GenAI-driven home staging, and beyond.

    You will take ownership of key technical decisions and shape the future direction of our AI solutions. Your expertise in developing algorithms, optimizing workflows, and collaborating with a team of experts will help reshape how the real estate industry presents its properties. This is your opportunity to shape the next wave of AI innovation in real estate imagery.

    About Us

    Our Propershot team is not just innovating; we're transforming the future of real estate imagery. Our ambitious goal? To create advanced image editing and enhancement tools that streamline workflows and deliver high-quality, market-ready visuals. We are leveraging the power of AI to eliminate the constraints of traditional editing processes and bring real estate listings to life like never before.

    Our Technology & Data

    As part of Diffusely, we have access to large datasets of professional-grade images captured through our extensive partnerships, providing us with the best data to train proprietary models. We utilize this vast dataset to train cutting-edge computer vision and generative models, focusing on tools like Magic Eraser and Homestaging that enables unparalleled accuracy, photorealism, and user creativity.

    Our challenges include scaling generative models for high-volume environments, achieving photorealistic quality under constrained computational resources, and deploying production-level systems to serve our users. If you’re passionate about pushing the boundaries of computer vision, there’s no better place to be.

    Our Products

    AI Solutions for Real Estate: We provide an exciting suite of AI-powered tools that transform the way real estate agents enhance and present their listings. Here’s what we offer:

    • AI-based Interior Color Adjustment and Sky Replacement: Including Color Enhancement and Correction, Sky Replacement, and Image Straightening. These tools ensure that property images have optimal lighting, accurate colors, and visually appealing aesthetics.

    • Magic Eraser: Effortlessly remove unwanted objects and distractions from images, making every property picture perfect. Take a look at our Medium article revealing the secrets of Magic Eraser here. 

    • AI HomeStaging: Our GenAI-driven home staging tool creates beautifully staged interiors of empty or already furnished apartments, allowing buyers to visualize the full potential of a space without physical staging.

    • Wall Painting and Floor Replacement: Our GenAI-based tools seamlessly paint walls or replace the floor in interior pictures.

    Listing Generation: Our LLM-powered feature automatically generates listings for Real Estate agents by extracting relevant information from our client’s pictures and by extracting key information about the surroundings of the property.

    Make an Impact

    This is more than a job, it's a chance to make a tangible difference in one of the world's most visually impactful industries. Join us and help redefine how properties are presented across the globe. You will lead end-to-end projects, from concept development to deployment, and have full ownership of the feature lifecycle. This includes defining the technical roadmap, ensuring timely, high-quality delivery.

    Profil

     Requirements

    • Preferred PhD degree in Machine Learning or Computer Vision, with a strong focus on GenAI.

    • Strong Expertise in Machine Learning and AI: Experience in training and optimizing deep learning models, particularly in computer vision or generative AI.

    • Hands-On Experience with Generative Diffusion Models: Previous experience with fine-tuning algorithms for generating or editing visual content in images.

    • Knowledge of Computer Vision Techniques: Proficiency in advanced image processing techniques, including enhancement, segmentation, and photorealistic editing.

    • Programming Skills: Proficiency in Python and relevant ML frameworks (PyTorch, numpy...).

    • Collaboration and Communication: Strong collaborative skills with cross-functional teams, with the ability to work in a fast-paced environment and communicate effectively with both technical and non-technical stakeholders.

    • Problem-Solving Mindset: Eagerness to tackle complex challenges and contribute innovative ideas to the development of our AI ecosystem.

    • Strong English Communication Skills: Both written and verbal proficiency.

    Preferred Qualifications:

    • Experience with Large Datasets: Ability to work with large-scale image datasets, including data augmentation, preprocessing, and management.

    • Good knowledge of software development best practices, including version control (Git), containerization (Docker), CI/CD, and Agile methodologies.

    • Both English and French Communication Skills: Written and verbal.

    • Is a plus: Contribution to open source projects in the computer vision or GenAI field.

    Why Join Us?

    • Be part of a vibrant and innovative startup culture in the beautiful city of Paris.

    • Work on cutting-edge projects (latest computer vision and generative AI algorithms).

    • Living a data-rich and GPU-rich life.

    • Opportunities for professional growth and development.

    • Two days of working from home per week.

    • Collaborative and inclusive work environment with a focus on work-life balance.

    • You will be part of a highly collaborative and cross-functional team that includes product managers, designers, and data scientists. This setup allows for end-to-end impact on product development, from ideation to deployment.

    Hiring process: 

    • A first call with a member of our Talent Acquisition Team

    • A second interview with the manager and a team member to discuss technical expertise and give you more details about the position and the team.

    • Technical test: a live coding session to assess your real-time coding skills and approach to problem-solving.

    • Final Interview with our CTO to discuss your fit within the team and company culture.

    • Reference check

    Even if you don’t meet all the qualifications, we are open to any application of interest!